Triple
T2770712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oil-for-Food Programme |
E61447
|
entity |
| Predicate | successor |
P78
|
FINISHED |
| Object | Development Fund for Iraq |
E297136
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Development Fund for Iraq | Statement: [Oil-for-Food Programme, successor, Development Fund for Iraq]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Development Fund for Iraq Context triple: [Oil-for-Food Programme, successor, Development Fund for Iraq]
-
A.
Development Fund for Iraq
chosen
The Development Fund for Iraq was a financial mechanism established after the 2003 invasion to manage Iraq’s oil and gas revenues and other assets for reconstruction and humanitarian needs under international oversight.
-
B.
Iraqi Interim Government
The Iraqi Interim Government was the transitional authority that assumed sovereignty in Iraq in 2004, overseeing the country’s administration and preparation for elections after the U.S.-led occupation.
-
C.
Alhurra-Iraq
Alhurra-Iraq is an Arabic-language television channel focused on news and current affairs in Iraq, operated by the U.S.-funded Middle East Broadcasting Networks.
-
D.
Al-Shoula consortium
Al-Shoula consortium is a multinational group of Spanish and Saudi companies responsible for building and operating Saudi Arabia’s Haramain high-speed railway between Mecca and Medina.
-
E.
Government of Iraq
The Government of Iraq is the federal authority responsible for governing the Republic of Iraq, encompassing its executive, legislative, and judicial institutions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd6a23208190ba94c9a9f601a042 |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc6496dc88190b316d5b36bc5df67 |
completed | March 10, 2026, 7:20 a.m. |
Created at: March 6, 2026, 9:57 p.m.